

From Lemma REF , we can see that our quantization scheme is unbiased as its expectation is zero. However, the quantization error can still increase for a large model.
We next leverage the results of Lemma REF , [1]}, and[2]} so as to derive \(T\)  with respect to \(\epsilon \)  in the following proposition.
